ProfessorsProfessors of Massachusetts Institute of TechnologyAshkan Haji Hosseinloo

Ashkan Haji Hosseinloo

Massachusetts Institute of Technology

H-index: 14

North America-United States

About Ashkan Haji Hosseinloo

Ashkan Haji Hosseinloo, With an exceptional h-index of 14 and a recent h-index of 9 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Nonlinear Dynamics, Controls, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Data-driven control of COVID-19 in buildings: a reinforcement-learning approach

Deterministic policy gradient algorithms for semi‐Markov decision processes

Controlled adjustments of indoor microclimate parameters for building’s energy demand management

Data-driven control of micro-climate in buildings: An event-triggered reinforcement learning approach

Disturbance observer–based terminal sliding mode control for effective performance of a nonlinear vibration energy harvester

Event-triggered reinforcement learning; an application to buildings’ micro-climate control

Ashkan Haji Hosseinloo Information

University	Massachusetts Institute of Technology
Position	___
Citations(all)	488
Citations(since 2020)	308
Cited By	297
hIndex(all)	14
hIndex(since 2020)	9
i10Index(all)	15
i10Index(since 2020)	9
Email	Access Email
University Profile Page	Massachusetts Institute of Technology
Google Scholar	View Google Scholar Profile

Ashkan Haji Hosseinloo Skills & Research Interests

Nonlinear Dynamics

Controls

Reinforcement Learning

Top articles of Ashkan Haji Hosseinloo

Title	Journal	Author(s)	Publication Date
Data-driven control of COVID-19 in buildings: a reinforcement-learning approach	IEEE Transactions on Automation Science and Engineering	Ashkan Haji Hosseinloo Saleh Nabi Anette Hosoi Munther A Dahleh	2023/9/27
Deterministic policy gradient algorithms for semi‐Markov decision processes	International Journal of Intelligent Systems	Ashkan Haji Hosseinloo Munther A Dahleh	2022/7
Controlled adjustments of indoor microclimate parameters for building’s energy demand management	Energy Reports	Arseniy Sleptsov Alexander Ryzhov Ilia Luchnikov Ashkan Haji Hosseinloo Henni Ouerdane ...	2021/9/1
Data-driven control of micro-climate in buildings: An event-triggered reinforcement learning approach	Applied Energy	Ashkan Haji Hosseinloo Alexander Ryzhov Aldo Bischi Henni Ouerdane Konstantin Turitsyn ...	2020/11/1
Disturbance observer–based terminal sliding mode control for effective performance of a nonlinear vibration energy harvester	Journal of Intelligent Material Systems and Structures	Amin Yousefpour Ashkan Haji Hosseinloo Mohammad Reza Hairi Yazdi Arash Bahrami	2020/7
Event-triggered reinforcement learning; an application to buildings’ micro-climate control		Ashkan Haji Hosseinloo Munther A Dahleh	2020